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Comprehensive evaluation and classification of urban economic benefits under typical correlation analysis

机译:典型相关分析下的城市经济效益综合评价与分类

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Since the reform and opening up, the urban economy has gradually become the main body of the national economy. In order to strengthen the evaluation of urban economic benefits is an important link in improving urban economic benefits. Based on the research on the relevant factors of urban economic efficiency, this paper selects the input and output elements of the city from a variety of factors, and establishes a definite expression of the comprehensive benefits of the city based on the selection. This article first uses the systematic clustering method to classify 30 regions, and then uses canonical correlation analysis to find several comprehensive variables between the original two sets of variables into a few pairs of comprehensive variables. Through the comprehensive application of the canonical correlation analysis method and the systematic clustering method, the relevant scores of each city are further obtained. This method can reduce the dimension of data, quickly find out the correlation of variables and classify them. The final results show that the evaluation results and ranking are in line with reality, which has a certain reference value for the evaluation standards of cities in the future.
机译:改革开放以来,城市经济逐渐成为国民经济的主体。加强城市经济效益评价是提高城市经济效益的重要环节。本文在研究城市经济效率相关因素的基础上,从各种因素中选取城市的投入产出要素,并在此基础上建立了城市综合效益的明确表达。本文首先使用系统聚类方法对30个区域进行分类,然后使用典型相关分析将原始两组变量之间的几个综合变量转化为几对综合变量。通过典型相关分析法和系统聚类法的综合应用,进一步得到各城市的相关得分。该方法可以降低数据的维数,快速发现变量之间的相关性并进行分类。最终结果表明,评价结果和排名符合实际,对未来城市的评价标准具有一定的参考价值。

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